CV
Education
- Chongqing Nankai Middle School
2021-2017
- School of Mathematical Sciences, Peking University
B.S. in Mathematics, 2017 - 2021
- School of Mathematical Sciences, Peking University
Ph.D. in Computational Mathematics, 2021 - Present
Work experience
- Spring 2021: AI Algorithm Internship
- ByteDance
- Duties included: AI algorithm design
- I am primarily responsible for designing algorithms for audio fingerprinting, which involves extracting fingerprint features, searching through a speech library, and parallel acceleration, among other tasks. My team utilizes contrastive learning and propose a new feature extraction model that is more suitable for audio data, resulting in faster retrieval speeds and higher accuracy.
Skills
- Computing Skills: C++, Python (PyTorch), Matlab, LATEX.
- Numerical Algorithms: Numerical Methods, Optimization.
- Mathematical Skills: Partial Differential Equation, Probability Theory.